Multi-UAV Routing for Area Coverage and Remote Sensing with Minimum Time
By Gustavo S. C. Avellar, Guilherme A. S. Pereira, Luciano C. A. Pimenta, Paulo Iscold. Italian National Conference on Sensors, 2015
296 citations recorded by the source corpus.
This paper presents a solution for the problem of minimum time coverage of ground areas using a group of unmanned air vehicles (UAVs) equipped with image sensors. The solution is divided into two parts: (i) the task modeling as a graph whose vertices are geographic coordinates determined in such a way that a single UAV would cover the area in minimum time; and (ii) the solution of a mixed integer linear programming problem, formulated according to the graph variables defined in the first part, to route the team of UAVs over the area. The main contribution of the proposed methodology, when compared with the traditional vehicle routing problem’s (VRP) solutions, is the fact that our method solves some practical problems only encountered during the execution of the task with actual UAVs. In this line, one of the main contributions of the paper is that the number of UAVs used to cover the area is automatically selected by solving the optimization problem. The number of UAVs is influenced by the vehicles’ maximum flight time and by the setup time, which is the time needed to prepare and launch a UAV. To illustrate the methodology, the paper presents experimental results obtained with two hand-launched, fixed-wing UAVs.
Subfields: Aerospace Engineering, Computer Vision and Pattern Recognition
View Paper: https://www.semanticscholar.org/paper/595d17423237d21f4b29f79e685fe1cce7e655ee
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In Aerospace Engineering
Citations in the corpus
- Optimization approaches for civil applications of unmanned aerial vehicles (UAVs) or aerial drones: A survey (2018, background): “Other articles take the limited energy capacity of drones into account, so that area coverage may require several drones, each possibly starting from different depots [17, 188, 217].”